biz.sc.mm.dm.algorithm.regression

Interface RegressionModel

All Superinterfaces:

AppliableObject, InputDataInfo, MiningModel, PersistentObject, ScoringModel, StatisticalModel, SupervisedModel, TaskResult, Verifiable

All Known Subinterfaces:

LinearRegressionModel, LogisticRegressionModel, MCMCLogisticRegressionModel

public interface RegressionModel
extends StatisticalModel

Common interface for all regression-based models (e.g. linear, weighted, logistic).

Field Summary

Fields inherited from interface biz.sc.mm.dm.base.MiningModel

PROP_INDEX_BUILD_DATA_ID, PROP_INDEX_BUILD_VALID_ID, PROP_INDEX_MODEL_STATS_CLASS, SIGNATURE

Method Summary

Methods inherited from interface biz.sc.mm.dm.supervised.statistical.StatisticalModel

getCoefficient, getCoefficients, getCorrelation, getCovariance, getImportanceStatisticsPValue, getSignatureNames, getVarNo, isActive, p

Methods inherited from interface biz.sc.mm.dm.base.MiningModel

getBuildDataIdentifier, getExternalSignature, getFunctionSettings, getInternalFunctionSettings, getInternalSignature, getLearningHistory, getModelStatistics, getSignature, getTransformation, getValidationDataIdentifier, setTransformation

Methods inherited from interface biz.sc.mm.dm.base.TaskResult

isLiberalExecution

Methods inherited from interface biz.sc.mm.dm.PersistentObject

getDescription, getName, getObjectIdentifier, getProperties, isEditable, setDescription, setEditable, setName, setObjectIdentifier

Methods inherited from interface biz.sc.mm.dm.base.Verifiable

verify

Methods inherited from interface biz.sc.mm.dm.supervised.statistical.InputDataInfo

getGroupUsage, getInternalFunctionSettings, getUniqueName, getUsage, getVarGroupName, getVarName, intcp, n, ptotal